Huraian
This Reprint brings together recent advances in uncertainty?aware decision making, highlighting how entropy?based methods, fuzzy and rough set formalisms, cloud?model reasoning, and distributed learning architectures are reshaping analytical practice across scientific and technical domains. The collected contributions illustrate a clear shift toward integrated uncertainty pipelines that combine robustness, interpretability, and privacy awareness in decision support systems.